{ "_id": "6a1f5a79b401979e7342cf90", "Package": "starnet", "Version": "1.0.2", "Title": "Stacked Elastic Net", "Description": "Implements stacked elastic net regression (Rauschenberger\n2021 ). The elastic net\ngeneralises ridge and lasso regularisation (Zou 2005\n). Instead of fixing or\ntuning the mixing parameter alpha, we combine multiple alpha by\nstacked generalisation (Wolpert 1992\n).", "Authors@R": "person(given=\"Armin\",family=\"Rauschenberger\",email=\"armin.rauschenberger@uni.lu\",role=c(\"aut\",\"cre\"),comment=c(ORCID=\"0000-0001-6498-4801\"))", "License": "GPL-3", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.3", "URL": "https://github.com/rauschenberger/starnet/,\nhttps://rauschenberger.github.io/starnet/", "BugReports": "https://github.com/rauschenberger/starnet/issues", "Repository": "https://rauschenberger.r-universe.dev", "Date/Publication": "2026-06-02 20:06:06 UTC", "RemoteUrl": "https://github.com/rauschenberger/starnet", "RemoteRef": "HEAD", "RemoteSha": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-02 22:31:27 UTC", "User": "root" }, "Author": "Armin Rauschenberger [aut, cre] (ORCID:\n)", "Maintainer": "Armin Rauschenberger ", "MD5sum": "2479f15b63f55368a46f151bd7c43880", "_user": "rauschenberger", "_type": "src", "_file": "starnet_1.0.2.tar.gz", "_fileid": "2cbe71b1843900054f064e77547753fabfd3b53638d24b5a5a6949b037dfaecc", "_filesize": 181034, "_sha256": "2cbe71b1843900054f064e77547753fabfd3b53638d24b5a5a6949b037dfaecc", "_created": "2026-06-02T22:31:27.000Z", "_published": "2026-06-02T22:34:33.660Z", "_distro": "noble", "_jobs": [ { "job": 79185834910, "time": 149, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7371414391" }, { "job": 79185834879, "time": 148, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7371413868" }, { "job": 79185834942, "time": 93, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7371399297" }, { "job": 79185834928, "time": 150, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7371414287" }, { "job": 79185437895, "time": 165, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7371373895" }, { "job": 79185834838, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7371403756" }, { "job": 79185834917, "time": 120, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7371406059" }, { "job": 79185834897, "time": 98, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7371400403" }, { "job": 79185834909, "time": 123, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7371406992" } ], "_buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rauschenberger/starnet", "_commit": { "id": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "author": "Armin ", "committer": "Armin ", "message": "increase version number\n", "time": 1780430766 }, "_maintainer": { "name": "Armin Rauschenberger", "email": "armin.rauschenberger@uni.lu", "login": "rauschenberger", "orcid": "0000-0001-6498-4801", "description": "", "uuid": 14272654 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.0", "role": "Depends" }, { "package": "glmnet", "role": "Imports" }, { "package": "survival", "role": "Imports" }, { "package": "cornet", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "CVXR", "role": "Suggests" }, { "package": "mvtnorm", "role": "Suggests" } ], "_owner": "rauschenberger", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-24", "n": 1 }, { "week": "2026-15", "n": 7 }, { "week": "2026-23", "n": 3 } ], "_tags": [], "_stars": 7, "_contributors": [ { "user": "rauschenberger", "count": 33, "uuid": 14272654 } ], "_userbio": { "uuid": 14272654, "type": "user", "name": "Armin Rauschenberger" }, "_downloads": { "count": 440, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/starnet" }, "_devurl": "https://github.com/rauschenberger/starnet", "_pkgdown": "https://rauschenberger.github.io/starnet/", "_searchresults": 9, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/starnet.html", "manual.pdf" ], "_homeurl": "https://github.com/rauschenberger/starnet", "_realowner": "rauschenberger", "_cranurl": true, "_releases": [ { "version": "0.0.1", "date": "2020-06-04" }, { "version": "0.0.2", "date": "2020-06-08" }, { "version": "0.0.3", "date": "2020-06-10" }, { "version": "0.0.5", "date": "2020-11-09" }, { "version": "0.0.6", "date": "2020-11-24" }, { "version": "0.0.7", "date": "2024-09-20" }, { "version": "1.0.0", "date": "2025-06-10" }, { "version": "1.0.1", "date": "2026-04-08" } ], "_exports": [ "cv.starnet", "starnet" ], "_help": [ { "page": "starnet-package", "title": "Stacked Elastic Net Regression", "topics": [ "starnet-package" ] }, { "page": "dot-cv.glmnet", "title": "glmnet::cv.glmnet", "topics": [ ".cv.glmnet" ] }, { "page": "dot-loss", "title": "Loss", "topics": [ ".loss" ] }, { "page": "coef.starnet", "title": "Extract Coefficients", "topics": [ "coef.starnet" ] }, { "page": "cv.starnet", "title": "Model comparison", "topics": [ "cv.starnet" ] }, { "page": "glmnet.auc", "title": "glmnet:::auc", "topics": [ "glmnet.auc" ] }, { "page": "predict.starnet", "title": "Makes Predictions", "topics": [ "predict.starnet" ] }, { "page": "print.starnet", "title": "Print Values", "topics": [ "print.starnet" ] }, { "page": "simulate-internal", "title": "Simulation", "topics": [ ".simulate.block", ".simulate.grid", ".simulate.mode", "simulate-internal" ] }, { "page": "starnet", "title": "Stacked Elastic Net Regression", "topics": [ "starnet" ] }, { "page": "weights.starnet", "title": "Extract Weights", "topics": [ "weights.starnet" ] } ], "_readme": "https://github.com/rauschenberger/starnet/raw/HEAD/README.md", "_rundeps": [ "codetools", "cornet", "foreach", "glmnet", "iterators", "lattice", "Matrix", "palasso", "Rcpp", "RcppEigen", "shape", "survival" ], "_vignettes": [ { "source": "article.Rmd", "filename": "article.html", "title": "Stacked Elastic Net", "engine": "knitr::rmarkdown", "headings": [ "Predictive and interpretable models via the stacked elastic net", "Abstract", "Full text (open access)" ], "created": "2019-11-14 09:31:49", "modified": "2024-09-27 05:57:52", "commits": 9 }, { "source": "script.Rmd", "filename": "script.html", "title": "Stacked Elastic Net", "author": "Armin Rauschenberger", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Simulation 1", "Simulation 2", "Application 1", "Application 2" ], "created": "2020-04-30 12:10:46", "modified": "2024-09-24 08:23:28", "commits": 5 }, { "source": "starnet.Rmd", "filename": "starnet.html", "title": "Stacked Elastic Net", "engine": "knitr::rmarkdown", "headings": [ "Installation" ], "created": "2019-11-14 09:31:49", "modified": "2024-09-27 05:57:52", "commits": 7 } ], "_score": 5.9754318085092635, "_indexed": true, "_nocasepkg": "starnet", "_universes": [ "rauschenberger" ], "_previous": "1.0.1", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.2", "date": "2026-06-02T22:33:42.000Z", "distro": "noble", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "4792ec0ba818c3b73d2d12671851454296b0bc96653ecfe0eae3fffc1f595323", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.6.0", "os": "linux", "version": "1.0.2", "date": "2026-06-02T22:33:40.000Z", "distro": "noble", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "00d21093e3493ce1e86e5594e217c7cf964a25981e69d4373ac79e36e79f49b1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.5.3", "os": "mac", "version": "1.0.2", "date": "2026-06-02T22:32:57.000Z", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "be6786804c1d1d9d4bb780cd76eb6848beb83618ef0059bb25f69dd6ea919c34", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.6.0", "os": "mac", "version": "1.0.2", "date": "2026-06-02T22:33:41.000Z", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "9cb49e3780b20678bbd830cf7925c5338eea61cfb8aaca137462953cd4cee5d5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.2", "date": "2026-06-02T22:33:36.000Z", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "afa22485e2cf969c3fa93d612d257972282a12e3ac70d04db9a97479d107b3f3", "status": "success", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.7.0", "os": "win", "version": "1.0.2", "date": "2026-06-02T22:33:02.000Z", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "f891c7e194b5acd336600a02c7e0ec0b8daa5c2cec56ff1f4a20b40f1e060b66", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.5.3", "os": "win", "version": "1.0.2", "date": "2026-06-02T22:32:43.000Z", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "d01a8fb9b37a0fc2d81abd4d956bc7800e53fe2753aff09e1c8bd43e54aa2350", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" }, { "r": "4.6.0", "os": "win", "version": "1.0.2", "date": "2026-06-02T22:33:09.000Z", "commit": "48dfcd7977e22255f8c2bcfd0504795db7734f79", "fileid": "ff4db9e60b23bbac4fca72a7e5cfd32896f4795db41903efba90204ad9fde71e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rauschenberger/actions/runs/26851787759" } ] }